{"id":"W4408250584","doi":"10.1016/j.cjca.2025.03.004","title":"Frailty as a Potential Modifier in the Triad of Cardiovascular Disease, Physical Activity, and Sedentary Behaviour","year":2025,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Triad (sociology); Physical activity; Sedentary behavior; Disease; Female athlete triad; Sedentary lifestyle; Gerontology; Physical therapy; Internal medicine; Psychiatry; Psychoanalysis; Disordered eating","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001501136,0.0003274351,0.00147602,0.0008179655,0.002384989,0.001405497,0.0007928465,0.01423471,0.003044294],"category_scores_gemma":[0.01318451,0.0003367619,0.0008788225,0.0007943688,0.0009703754,0.0009835379,0.0005668689,0.01159948,0.001002562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003043145,"about_ca_system_score_gemma":0.005972209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07393214,"about_ca_topic_score_gemma":0.156365,"domain_scores_codex":[0.9985579,0.0003791202,0.0002702289,0.0001411133,0.0004205994,0.0002311],"domain_scores_gemma":[0.9948692,0.002315928,0.0003682036,0.0001091675,0.0009991273,0.001338273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004726833,0.0003215945,0.1104388,0.0002104448,0.0001214675,0.01312989,0.0005495451,0.0001798419,0.0004364944,0.002086624,0.8165402,0.05551236],"study_design_scores_gemma":[0.00163349,0.001087785,0.3860819,0.004099075,0.0008948018,0.03992675,0.004415836,0.0060925,0.0005632953,0.01779204,0.5370143,0.0003982096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01229063,0.005178386,0.000124141,0.9598375,0.0163743,0.00002737125,0.0002449341,0.00002494518,0.005897851],"genre_scores_gemma":[0.122277,0.007772638,0.0009319865,0.7208479,0.1355604,0.0001656779,0.0003268179,0.00002683693,0.01209084],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07393214,"threshold_uncertainty_score":0.1470036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02415051488856652,"score_gpt":0.27109694973779,"score_spread":0.2469464348492235,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}